Pith Number

pith:YCTJNITX

pith:2024:YCTJNITXAGNZ4LMUTMO57535EU

not attested not anchored not stored refs pending

Toward Finding Strong Pareto Optimal Policies in Multi-Agent Reinforcement Learning

Bang Giang Le, Viet Cuong Ta

arxiv:2410.19372 v1 · 2024-10-25 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YCTJNITXAGNZ4LMUTMO57535EU}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T09:25:55.777306Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0a696a277019b9e2d949b1ddff77d25328fc6961d0814bda50199b326ff5dd9

Aliases

arxiv: 2410.19372 · arxiv_version: 2410.19372v1 · doi: 10.48550/arxiv.2410.19372 · pith_short_12: YCTJNITXAGNZ · pith_short_16: YCTJNITXAGNZ4LMU · pith_short_8: YCTJNITX

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/YCTJNITXAGNZ4LMUTMO57535EU \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: c0a696a277019b9e2d949b1ddff77d25328fc6961d0814bda50199b326ff5dd9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e9a439aa25068b42c7eb1d21f6462b1ad96e5f2e47a3df1ab6bd37a5b60ae7b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-25T08:19:49Z",
    "title_canon_sha256": "5798350d55fff118540c28847059ebb95d0b1fb7079fff9ece32b9880d47f0e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19372",
    "kind": "arxiv",
    "version": 1
  }
}